Inverting tidal velocity from geomagnetic satellite by nonlinear method

This study presents an inversion method to recover the tidal flow velocity using tidal signals extracted from geomagnetic satellite dataset. By integrating the latest Earth conductivity profile and the Earth's magnetic field model, the limited memory quasi-Newton method (L-BFGS) is used to directly invert seawater flow velocities. We used the radial component of the induced magnetic field as the observed data, constructed an L<sub>2</sub>-norm-based data misfit term using theoretical response and observed data, and applied smoothness constraints to the ocean flow velocity. The results agree well with the widely used HAMTIDE model in low- and mid-latitude regions, which is attributed to Macau Science Satellite-1's (MSS-1) unique low-inclination orbit of full coverage in these areas. These findings underscore MSS-1's potential to advance research on tidal-induced magnetic fields and their applications in ocean dynamics studies.

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Publication Details

Journal
Earth and Planetary Physics
Published
2025-01-01
DOI
https://doi.org/10.26464/epp2025040
Primary Topic
Solar and Space Plasma Dynamics
Type
article
Field-Weighted Citation Impact
0.00

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article

Inverting tidal velocity from geomagnetic satellite by nonlinear method

ZhengYong Ren, Linan Xu, Pengfei Liu, Yu Gu et al.
Earth and Planetary Physics
Solar and Space Plasma Dynamics
article

Inverting tidal velocity from geomagnetic satellite by nonlinear method

ZhengYong Ren, Linan Xu, Pengfei Liu, Yu Gu, Keke Zhang, Yang Wu
article en

Abstract

This study presents an inversion method to recover the tidal flow velocity using tidal signals extracted from geomagnetic satellite dataset. By integrating the latest Earth conductivity profile and the Earth's magnetic field model, the limited memory quasi-Newton method (L-BFGS) is used to directly invert seawater flow velocities. We used the radial component of the induced magnetic field as the observed data, constructed an L<sub>2</sub>-norm-based data misfit term using theoretical response and observed data, and applied smoothness constraints to the ocean flow velocity. The results agree well with the widely used HAMTIDE model in low- and mid-latitude regions, which is attributed to Macau Science Satellite-1's (MSS-1) unique low-inclination orbit of full coverage in these areas. These findings underscore MSS-1's potential to advance research on tidal-induced magnetic fields and their applications in ocean dynamics studies.

Earth and Planetary PhysicsVol. 9(3)
National Aeronautics and Space Administration, European Space Agency, National Natural Science Foundation of China, Central South University, National Oceanic and Atmospheric Administration
Climate action
Openalex Percentile: Top 94%
Solar and Space Plasma Dynamics
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Inverting tidal velocity from geomagnetic satellite by nonlinear method — ZhengYong Ren, Linan Xu, et al. · Earth and Planetary Physics (2025) | TGRS Research Map | TGRS